Early Prediction of Chronic Kidney Disease Using Predictive Analytics

Abstract

Chronic kidney disease is a condition of both kidneys getting damaged and the functioning of the kidneys slow down or even stops sometimes. In this case, dialysis or kidney transplantation is the only life-saving alternative. So, early prediction of this disease followed by proper treatment with medicines might prevent the condition of the kidney failure. In this study, we develop a model to predict the kidney disease before it is diagnosed with symptoms.KeywordsMachine learningEarly predictionChronic kidney diseaseLife-saving